| SMR: State Memory Replay for Long Sequence Modeling | May 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion | Feb 19, 2025 | Action RecognitionMamba | —Unverified | 0 | 0 |
| SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients | May 2, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| SoftLMs: Efficient Adaptive Low-Rank Approximation of Language Models using Soft-Thresholding Mechanism | Nov 15, 2024 | Decision MakingDecoder | —Unverified | 0 | 0 |
| SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs | May 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Sparse Deformable Mamba for Hyperspectral Image Classification | Apr 13, 2025 | ClassificationHyperspectral Image Classification | —Unverified | 0 | 0 |
| Sparse Mamba: Introducing Controllability, Observability, And Stability To Structural State Space Models | Aug 31, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention | Apr 26, 2024 | Image EnhancementImage Reconstruction | —Unverified | 0 | 0 |
| SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot | Jun 11, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning | May 16, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 | 0 |
